Discriminating between stationary and time-varying autoregressive (TVAR) models in array processing

被引:0
|
作者
Abramovich, Y. I. [1 ]
Turley, M. D. E. [1 ]
Spencer, N. K. [2 ]
机构
[1] DSTO, Labs 200, ISRD, POB 1500, Edinburgh, SA 5111, Australia
[2] DSTO, Labs 200, ISRD, Cooperat Res Ctr Sensor Signal & Informat Proc, Edinburgh, SA 5111, Australia
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For a set of T independent N-variate Gaussian training samples (T < N), we derive a test for discriminating between stationary autoregressive models of order m, AR(m), and time-varying autoregressive models of order m, TVAR(m).
引用
收藏
页码:132 / +
页数:3
相关论文
共 50 条
  • [1] Order estimation and discrimination between stationary and time-varying (TVAR) autoregressive models
    Abramovich, Yuri I.
    Spencer, Nicholas K.
    Turley, Michael D. E.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (06) : 2861 - 2876
  • [2] Time-varying autoregressive (TVAR) models for multiple radar observations
    Abramovich, Yuri I.
    Spencer, Nicholas K.
    Turley, Michael D. E.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (04) : 1298 - 1311
  • [3] Stabilization of stationary and time-varying autoregressive models
    Juntunen, M
    Tervo, J
    Kaipio, JP
    PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 2173 - 2176
  • [4] Time-varying autoregressive (TVAR) adaptive order and spectrum estimation
    Abramovich, Y. I.
    Spencer, N. K.
    Turley, M. D. E.
    2005 39th Asilomar Conference on Signals, Systems and Computers, Vols 1 and 2, 2005, : 89 - 93
  • [5] Determination of the group velocity using the time-varying autoregressive TVAR
    Latif, R.
    Aassif, E.
    Laaboubi, M.
    Maze, G.
    2007 9TH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOLS 1-3, 2007, : 1 - +
  • [6] Time-varying linear autoregressive models for segmentation
    Florin, Charles
    Paragios, Nikos
    Funka-Lea, Gareth
    Williams, James
    2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2007, : 509 - +
  • [7] Time-varying smooth transition autoregressive models
    Lundbergh, S
    Teräsvirta, T
    van Dijk, D
    JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2003, 21 (01) : 104 - 121
  • [8] Time-Varying Autoregressive Models for Economic Forecasting
    Inayati, Syarifah
    Iriawan, Nur
    Irhamah
    MATEMATIKA, 2024, 40 (03) : 131 - 142
  • [9] On Computing Jeffrey's Divergence Between Time-Varying Autoregressive Models
    Magnant, Clement
    Giremus, Audrey
    Grivel, Eric
    IEEE SIGNAL PROCESSING LETTERS, 2015, 22 (07) : 915 - 919
  • [10] Comparing time-varying autoregressive structures of locally stationary processes
    Salcedo, Gladys E.
    Sato, Joao R.
    Morettin, Pedro A.
    Toloi, Clelia M.
    INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2008, 6 (01) : 1 - 23